The library

incident-postmortem · After any production incident or near-miss. Output is a blameless postmortem ready for team review and action-item tracking.

gui-audit · Triage workflows where items need independent lens-based analysis before synthesis.

social-media-context-sms · New creators or brands setting up persistent identity context before launching content strategy, audience growth, or engagement skills.

seo-programmatic · E-commerce, SaaS, or publisher needing 100+ programmatic pages with March 2024 Google Scaled Content Abuse guardrails.

product-health-analysis · Weekly or monthly health check shared with leadership; forces discipline to separate metrics that matter from noise, and to answer 'so what' before recommending action.

sprint-brief · Mixed teams (eng, design, PM) needing a single source of truth that every role can scan before standup.

aso-router · ASO platforms/agencies offering multi-domain skills who need dispatch logic to match intent to skill without overwhelming user.

argus-refine-plan · Topologically sorted task execution across human-in-the-loop and agentic work layers.

codequality-gates-sliceA-plan · Multi-dimensional acceptance criteria requiring independent per-AC verification.

gate-review · Multi-dimensional acceptance criteria requiring independent per-AC verification.

ultimate-sales · Complex B2B sales where discovery quality and emotional attunement determine deal outcome, not pitch skill.

blog-writing-specialist · Content teams building SEO-first blog strategy who need repeatable quality and linking guardrails, not freelancer management.

ph-community-outreach · Multi-channel launch amplification when you have 4+ weeks to build community karma and tailor posts per platform.

audit-compliance · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.

routing · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.

business-marketing-agent · B2B digital campaigns in UAE/Dubai market with bilingual (English + Arabic) requirement; excels at seasonal strategy and channel-specific creative adaptation.

inspect_project · Orchestrate multi-agent inspect_project across parallel branches and synthesis.

dsgvo-email-marketing · DACH SaaS/agencies building email campaigns to DACH audiences who need precision compliance vs €5k–€30k abmahnfähig penalties.

seo-firecrawl · Pre-audit discovery phase to enumerate all indexable content before running SEO analysis.

seo-plan · Create coordinated SEO plans for new projects

pitch-recon · Founders auditing their messaging landscape before a rebrand or repositioning, to see what gaps exist and what contradicts.

judge-panel · Orchestrate multi-agent judge panel across parallel branches and synthesis.

abm-sales-enablement · Founders building sales infrastructure for early B2B sales teams, ensuring reps have customizable, high-trust collateral.

newsletter-to-posts · Newsletter publishers who want to maximize reach by turning each newsletter edition into a week's worth of social content while driving new subscriptions.

competitor-content-audit · Marketing teams entering a new niche who want to understand competitor tactics without guessing, or quarterly competitive reviews to spot strategy shifts.

short_snake_case · Orchestrate multi-agent short_snake_case across parallel branches and synthesis.

company-research · Automate company research reviews with structured output and validation.

broken-link-checker · Site owners auditing technical health before major migrations or teams enforcing link quality in CI/CD.

seo-analysis · Content teams and SEO specialists who want data-driven prioritization (not guesses) on which pages/topics to fix or create.

seo-page · Content teams optimizing existing high-potential pages without full-site audit overhead.

setup-cms · Teams automating content gap detection and SEO field validation in their publishing workflow.

blog-feed-monitor · Monitoring competitor or industry blogs for keyword mentions when the blog has a public RSS feed — not for blogs without feeds or real-time monitoring.

brand-yml · Design system owners ensuring Shiny apps and Quarto documents use consistent brand tokens without duplicating CSS.

eng-runbook · Quick reference during on-call rotations when incident response must be immediate and procedures must be precise and copy-paste-ready.

github-dashboard · Open-source project health dashboards where public GitHub data aggregation and optional refresh scheduling are needed.

retro · Structured retrospectives when teams need to convert raw feedback into specific, executable improvements while maintaining psychological safety.

sales-contacts · Account executives planning land-and-expand deals needing champion identification + stakeholder mapping

product-marketing-context · First step in any marketing project when context files don't exist; strongly recommended to auto-draft from codebase rather than starting from scratch, then iterate with team.

dashboard-brief · Spec'd dashboards reduce back-and-forth with BI team and prevent dashboards that answer nobody's question; one document replaces three meetings.

legal-agreement · Automate legal agreement reviews with structured output and validation.

legal-plain · Automate legal plain reviews with structured output and validation.

improve · Orchestrate multi-agent improve across parallel branches and synthesis.

sales-alfred · Solo professionals (founders, consultants, freelancers) drowning in email who want AI to triage and draft replies when cost vs time saved ($24.99/mo vs human EA at $2K-5K/mo) is favorable

account-manager · B2B SaaS account teams managing mid-market+ who need portfolio segmentation rules and QBR playbook, not ad-hoc relationship management.

hiring-pipeline-report · Executive visibility into hiring velocity, bottlenecks, and stale candidates without manual Excel updates.

content-strategy · Category-creating startups where positioning determines content pillar, and content-driven awareness is the only viable GTM before product is proven.

course-creator · When building courses that actually transform learners because you design backward from outcomes, ruthlessly cut bloat, and align format to goal.

networking-outreach · Breaking into new communities or finding hiring managers when you have a specific angle that helps them, not asks them.

plan-contract-pushback · Automate plan contract pushback reviews with structured output and validation.

financial-health · Quick SaaS financial diagnosis when you need investor-ready health snapshot.